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Daily tinkering, environment setup, and build-in-public retrospectives.

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Personal library — fiction now, open tutorials next.

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GEO, Two Years In: What 16 Primary Sources Reveal About the Truth, the Lies, and the Money

Sep 02, 2026

A fact-first look at Generative Engine Optimization (GEO) after verifying 16 primary sources: the KDD 2024 paper, Pew click-through data, Google's official stance, Cloudflare's pay-per-crawl, llms.txt reality, the CCTV 315 poisoning case, and the noise economy of 110+ Chinese vendors.

• GEO
• generative engine optimization
• AI search
• SEO